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Data science, Deep learning, Business intelligence, Data analysis, Visualisation des données
Je propose des cours complets en Power BI, analyse de données, science des données et algorithmes d'apprentissage profond, adaptés à tous les niveaux d'expérience. Mon approche pédagogique se concentre sur l'acquisition de compétences pratiques, vous permettant d'appliquer directement ce que vous apprenez dans des projets réels.
Dans le cadre de mes cours de gestion de données, vous apprendrez à transformer vos données en visualisations interactives et informatives, en maîtrisant les techniques de création de tableaux de bord, de rapports et d'analyses visuelles. Vous découvrirez également comment connecter différentes sources de données et optimiser vos modèles pour des insights pertinents.
En ce qui concerne l’analyse de données, vous développerez une compréhension approfondie des méthodes statistiques et analytiques, vous permettant de tirer des conclusions significatives à partir de vos données. Vous serez initié aux outils et aux techniques de manipulation des données, y compris l'utilisation de langages de programmation tels que Python, R, PowerBI ou TABLEAU.
Dans le domaine de la science des données, nous explorerons les étapes clés du processus de data science, de la collecte et le nettoyage des données à la modélisation et à la validation des résultats. Vous serez également introduit aux algorithmes d’apprentissage profond, apprenant à construire et à entraîner des modèles neuronaux pour des applications variées, allant de la reconnaissance d'image à la prévision.
Chaque cours est structuré autour de projets pratiques et de cas d’étude, afin de vous préparer à relever des défis réels en matière d’analyse et d’interprétation des données. Si vous êtes prêt à développer vos compétences en Power BI, analyse de données, science des données et apprentissage profond.
Dans le cadre de mes cours de gestion de données, vous apprendrez à transformer vos données en visualisations interactives et informatives, en maîtrisant les techniques de création de tableaux de bord, de rapports et d'analyses visuelles. Vous découvrirez également comment connecter différentes sources de données et optimiser vos modèles pour des insights pertinents.
En ce qui concerne l’analyse de données, vous développerez une compréhension approfondie des méthodes statistiques et analytiques, vous permettant de tirer des conclusions significatives à partir de vos données. Vous serez initié aux outils et aux techniques de manipulation des données, y compris l'utilisation de langages de programmation tels que Python, R, PowerBI ou TABLEAU.
Dans le domaine de la science des données, nous explorerons les étapes clés du processus de data science, de la collecte et le nettoyage des données à la modélisation et à la validation des résultats. Vous serez également introduit aux algorithmes d’apprentissage profond, apprenant à construire et à entraîner des modèles neuronaux pour des applications variées, allant de la reconnaissance d'image à la prévision.
Chaque cours est structuré autour de projets pratiques et de cas d’étude, afin de vous préparer à relever des défis réels en matière d’analyse et d’interprétation des données. Si vous êtes prêt à développer vos compétences en Power BI, analyse de données, science des données et apprentissage profond.
Extra information
Let's play with DATA !Location
Online via webcam
General info
Age: | Infants (0-3 years old) Preschool children (4-6 years old) Children (7-12 years old) Teenagers (13-17 years old) Adults (18-64 years old) Seniors (65+ years old) |
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Student level: | Beginner Intermediate Advanced |
Duration: | 60 minutes |
The class is taught in: | French, Arabic, English |
About Me
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Zohra – IT Engineering & Digital Transformation Expert | Coding InstructorAs an accomplished IT engineer with a double master's degree in software engineering and over six years of professional experience in IT development and project management, I bring a wealth of knowledge to my role as a coding and development instructor. With extensive expertise in full-stack, desktop, web, and mobile development, I design practical, hands-on courses that prepare students to excel in real-world scenarios. I'm particularly passionate about guiding learners through the intricacies of programming, data science, AI, and digital transformation.
Throughout my career, I've led global digital transformation initiatives at industry giants like ArcelorMittal and INEOS, ensuring seamless integration of advanced technologies such as AI, deep learning, and automation. These experiences enable me to offer high-quality courses in web development, mobile app creation, desktop application development, and project management, tailored for students at any level.
My teaching philosophy focuses on practical, project-based learning. I guide students in building complex applications using programming languages like Python, C++, Java, and frameworks like Angular, NodeJS, and Spring Boot. Whether you're interested in developing mobile apps, mastering web development, or working on advanced machine learning models, my courses equip you with the skills to succeed in today's fast-paced tech landscape.
Let's embark on a transformative learning journey, where practical skills meet cutting-edge innovation.
Education
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I hold a double master's degree in Software Engineering and Industry 4.0 Management, with specialized training from prestigious institutions such as ENSAM ParisTech and HES-SO Switzerland. My education has equipped me with a deep understanding of IT engineering, project management, and digital transformation strategies, providing a solid foundation for teaching complex technical concepts in a simplified, practical manner. This diverse academic background enables me to guide students through a wide array of topics, from software development to advanced data science and artificial intelligence techniques.Experience / Qualifications
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With a robust technical skillset, I am proficient in a variety of programming languages and technologies. These include Python, C++, C#, Java, and JavaScript for backend and frontend development, as well as frameworks such as Angular, NodeJS, Spring Boot, and Symfony. I have extensive experience in database management (SQL, NoSQL, Spark SQL) and cloud platforms like Microsoft Azure.In terms of advanced analytics, I'm skilled in deep learning using TensorFlow, Scikit-learn, and Keras, and data processing tools like MATLAB, Power BI, and Tableau. For project management, I leverage tools such as Jira, MS Project, and GanttPRO, with expertise in Agile methodologies (SCRUM, SAFe). Additionally, I have hands-on experience with SAP systems, EDI processes, and computer vision applications using OpenCV.
My qualifications ensure that I can teach and support students across a broad spectrum of technologies, equipping them with both theoretical knowledge and practical, industry-relevant skills.
Reviews (4)
helpful, knowledgeable, and kind!
Friendly onboarding and very supportive
Zohra is a very nice and helpful person with huge knowledge in her expertise. I would highly recommend her for Python classes.
Very attentive and available. She tries to find solutions as best she can.
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I offer comprehensive IT courses in web, desktop, and mobile development, designed to equip you with the skills needed to excel in the fast-evolving tech industry. With a strong focus on practical learning, my courses cover the entire development cycle, from coding fundamentals to advanced concepts.
For web development, you'll learn how to build modern, responsive websites using HTML, CSS, JavaScript, and frameworks like React or Vue.js. In desktop development, I teach languages like Python, Java, or C#, focusing on creating robust software applications. For those interested in mobile development, we cover both iOS and Android platforms using React Native, Flutter, or Swift/Kotlin.
Each course is hands-on, with real-world projects like developing websites, building desktop software, or creating mobile apps, ensuring you gain practical experience. Whether you're a beginner or looking to enhance your skills, my teaching methods focus on project-based learning, where you'll develop games, apps, or other virtual services based on the technology you choose to work with.
Join my courses for a personalized and interactive experience that will help you master coding and development across platforms. If you're ready to take your IT skills to the next level, don't hesitate to reach out—I'll guide you every step of the way!
I offer development courses in MATLAB, PYTHON, R, C, C++ for all levels, with a focus on data processing, signal processing and computer vision. Whether you are a beginner or advanced, my courses are designed to give you a complete understanding of theoretical concepts and practical applications.
In computer vision, you will learn how to develop algorithms capable of analyzing and interpreting images and videos, using advanced techniques such as object detection, pattern recognition, or motion tracking. We will also cover signal processing to better understand and manipulate data, as well as the essential tools for these fields.
With hands-on exercises and real-world projects, I will guide you to master the skills needed to analyze and process visual data. Whether you want to develop your computer vision skills or deepen your programming mastery.
The Fullstack course aims to train developers who can master both the front-end and back-end of a web application. It covers front-end technologies like HTML, CSS, JavaScript, and frameworks like React or Angular, as well as back-end skills with Node.js, Python, or PHP to create web servers, manage databases (SQL or NoSQL), and develop APIs. It also includes notions of DevOps (testing, continuous integration, deployment) and web security aspects. The MERN Stack course, on the other hand, focuses on using four key technologies: MongoDB, Express.js, React, and Node.js to build complete JavaScript applications. The MERN Stack allows you to develop modern applications with a unified architecture and focuses on the creation of real-world projects, such as single-page web applications (SPAs) or online platforms. Both training courses, lasting 2 to 6 months depending on the program, offer sought-after expertise for building robust and scalable web applications.
Je propose des cours en gestion de projet informatique Agile, conçus pour vous aider à maîtriser les méthodologies modernes de gestion de projets dans le domaine de l'IT. Que vous soyez débutant ou déjà expérimenté, mes cours vous fourniront les compétences nécessaires pour piloter des projets de développement logiciel avec agilité et efficacité.
Au programme, vous apprendrez les principes fondamentaux des méthodologies Agile comme Scrum, Safe et ITIL, ainsi que leur mise en œuvre dans des environnements réels. Vous découvrirez comment organiser et animer des sprints, gérer un backlog produit, et faciliter la communication au sein d'équipes pluridisciplinaires pour livrer de la valeur de manière itérative.
Nous aborderons également les outils indispensables pour suivre et optimiser le déroulement des projets, ainsi que des techniques de gestion de risques et de priorisation des tâches. Vous développerez les compétences clés pour gérer les changements, répondre aux imprévus et assurer la satisfaction des parties prenantes.
Grâce à des études de cas pratiques et des simulations de projets, vous serez prêt à appliquer les concepts Agiles dans vos propres projets et à améliorer la productivité de vos équipes. Si vous souhaitez maîtriser la gestion de projet informatique en mode Agile et améliorer la réussite de vos projets IT
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from 52.73€Online via webcam
100% Satisfaction Guarantee
Good-fit Instructor Guarantee
If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.
Online reputation
- Instructor since April 2021
- Phone number verified
- Facebook connected
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- Linkedin connected
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from 52.73€Online via webcam
Good-fit Instructor Guarantee
If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.
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